Reporte desciptivo de los datos transformados.csv

Dataset statistics

Number of variables	11
Number of observations	17521
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.5 MiB
Average record size in memory	88.0 B

Variable types

Numeric	9
Categorical	2

Alerts

`Velocidad_Prom` is highly overall correlated with `humedad` and 1 other fields	High correlation
`hora` is highly overall correlated with `radiacion_bin`	High correlation
`humedad` is highly overall correlated with `Velocidad_Prom` and 3 other fields	High correlation
`precipitacion` is highly overall correlated with `precipitacion_bin`	High correlation
`precipitacion_bin` is highly overall correlated with `precipitacion`	High correlation
`radiacion` is highly overall correlated with `humedad` and 2 other fields	High correlation
`radiacion_bin` is highly overall correlated with `hora` and 3 other fields	High correlation
`temperatura` is highly overall correlated with `Velocidad_Prom` and 3 other fields	High correlation
`semana_año` has 336 (1.9%) zeros	Zeros
`hora` has 731 (4.2%) zeros	Zeros
`precipitacion` has 14449 (82.5%) zeros	Zeros
`radiacion` has 8360 (47.7%) zeros	Zeros

Reproduction

Analysis started	2024-06-14 16:58:59.437612
Analysis finished	2024-06-14 16:59:09.608101
Duration	10.17 seconds
Software version	ydata-profiling v4.8.3
Download configuration	config.json

semana_año
Real number (ℝ)

ZEROS

Distinct	52
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.50046611

Minimum	0
Maximum	1
Zeros	336
Zeros (%)	1.9%
Negative	0
Negative (%)	0.0%
Memory size	137.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.039215686
Q1	0.25490196
median	0.50980392
Q3	0.74509804
95-th percentile	0.96078431
Maximum	1
Range	1
Interquartile range (IQR)	0.49019608

Descriptive statistics

Standard deviation	0.29400938
Coefficient of variation (CV)	0.58747111
Kurtosis	-1.1987737
Mean	0.50046611
Median Absolute Deviation (MAD)	0.25490196
Skewness	-0.0042470573
Sum	8768.6667
Variance	0.086441515
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.6666666667	385	2.2%
0.6862745098	336	1.9%
0.1960784314	336	1.9%
0.2156862745	336	1.9%
0.2352941176	336	1.9%
0.2549019608	336	1.9%
0.2745098039	336	1.9%
0.2941176471	336	1.9%
0.3137254902	336	1.9%
0.3333333333	336	1.9%
Other values (42)	14112	80.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	336	1.9%
0.01960784314	336	1.9%
0.03921568627	336	1.9%
0.05882352941	336	1.9%
0.07843137255	336	1.9%
0.09803921569	336	1.9%
0.1176470588	336	1.9%
0.137254902	336	1.9%
0.1568627451	336	1.9%
0.1764705882	336	1.9%

Value	Count	Frequency (%)
1	336	1.9%
0.9803921569	336	1.9%
0.9607843137	336	1.9%
0.9411764706	336	1.9%
0.9215686275	336	1.9%
0.9019607843	336	1.9%
0.8823529412	336	1.9%
0.862745098	336	1.9%
0.8431372549	336	1.9%
0.8235294118	336	1.9%

hora
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	24
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.49997146

Minimum	0
Maximum	1
Zeros	731
Zeros (%)	4.2%
Negative	0
Negative (%)	0.0%
Memory size	137.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.043478261
Q1	0.2173913
median	0.47826087
Q3	0.73913043
95-th percentile	0.95652174
Maximum	1
Range	1
Interquartile range (IQR)	0.52173913

Descriptive statistics

Standard deviation	0.30098834
Coefficient of variation (CV)	0.60201103
Kurtosis	-1.2042036
Mean	0.49997146
Median Absolute Deviation (MAD)	0.26086957
Skewness	2.2783665 × 10^-5
Sum	8760
Variance	0.090593979
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
0	731	4.2%
0.04347826087	730	4.2%
0.9565217391	730	4.2%
0.9130434783	730	4.2%
0.8695652174	730	4.2%
0.8260869565	730	4.2%
0.7826086957	730	4.2%
0.7391304348	730	4.2%
0.6956521739	730	4.2%
0.652173913	730	4.2%
Other values (14)	10220	58.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	731	4.2%
0.04347826087	730	4.2%
0.08695652174	730	4.2%
0.1304347826	730	4.2%
0.1739130435	730	4.2%
0.2173913043	730	4.2%
0.2608695652	730	4.2%
0.3043478261	730	4.2%
0.347826087	730	4.2%
0.3913043478	730	4.2%

Value	Count	Frequency (%)
1	730	4.2%
0.9565217391	730	4.2%
0.9130434783	730	4.2%
0.8695652174	730	4.2%
0.8260869565	730	4.2%
0.7826086957	730	4.2%
0.7391304348	730	4.2%
0.6956521739	730	4.2%
0.652173913	730	4.2%
0.6086956522	730	4.2%

humedad
Real number (ℝ)

HIGH CORRELATION

Distinct	12164
Distinct (%)	69.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.57215534

Minimum	0
Maximum	1
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	137.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.12820511
Q1	0.30635005
median	0.63385493
Q3	0.82761512
95-th percentile	0.92014618
Maximum	1
Range	1
Interquartile range (IQR)	0.52126507

Descriptive statistics

Standard deviation	0.27663534
Coefficient of variation (CV)	0.48349692
Kurtosis	-1.3039877
Mean	0.57215534
Median Absolute Deviation (MAD)	0.23122241
Skewness	-0.33044917
Sum	10024.734
Variance	0.076527114
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.8424538657	58	0.3%
0.5386253708	16	0.1%
0.5989232674	10	0.1%
0.8801826762	10	0.1%
0.4725341873	8	< 0.1%
0.8946739478	7	< 0.1%
0.882457123	7	< 0.1%
0.8908089893	7	< 0.1%
0.8592733394	7	< 0.1%
0.8416828636	6	< 0.1%
Other values (12154)	17385	99.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
0.002037203667	1	< 0.1%
0.002899155166	1	< 0.1%
0.002989186404	1	< 0.1%
0.003263353601	1	< 0.1%
0.003405132041	1	< 0.1%
0.003415283073	1	< 0.1%
0.003664985097	1	< 0.1%
0.004717471864	1	< 0.1%
0.004783532542	1	< 0.1%

Value	Count	Frequency (%)
1	1	< 0.1%
0.994152467	1	< 0.1%
0.9912203579	1	< 0.1%
0.9904461588	1	< 0.1%
0.9889998149	1	< 0.1%
0.987823589	1	< 0.1%
0.987151875	1	< 0.1%
0.9867489916	1	< 0.1%
0.9858429009	1	< 0.1%
0.9856751667	1	< 0.1%

precipitacion
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	216
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.10814109

Minimum	0
Maximum	1
Zeros	14449
Zeros (%)	82.5%
Negative	0
Negative (%)	0.0%
Memory size	137.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.98701246
Maximum	1
Range	1
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.27812074
Coefficient of variation (CV)	2.5718322
Kurtosis	4.8211784
Mean	0.10814109
Median Absolute Deviation (MAD)	0
Skewness	2.5281203
Sum	1894.7401
Variance	0.077351149
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	14449	82.5%
0.1409005531	749	4.3%
0.2618362113	246	1.4%
0.3656517293	155	0.9%
0.5313221131	112	0.6%
0.4547842673	98	0.6%
0.5970548975	91	0.5%
0.6535165423	72	0.4%
0.7020219984	59	0.3%
1	58	0.3%
Other values (206)	1432	8.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	14449	82.5%
0.1409005531	749	4.3%
0.2618362113	246	1.4%
0.3656517293	155	0.9%
0.4547842673	98	0.6%
0.5313221131	112	0.6%
0.5970548975	91	0.5%
0.6535165423	72	0.4%
0.7020219984	59	0.3%
0.743698677	53	0.3%

Value	Count	Frequency (%)
1	58	0.3%
1	7	< 0.1%
1	1	< 0.1%
1	2	< 0.1%
1	1	< 0.1%
1	1	< 0.1%
1	2	< 0.1%
1	1	< 0.1%
1	1	< 0.1%
1	1	< 0.1%

presion
Real number (ℝ)

Distinct	4580
Distinct (%)	26.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.4776589

Minimum	0
Maximum	1
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	137.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.22706705
Q1	0.37402222
median	0.48313903
Q3	0.58210108
95-th percentile	0.71492526
Maximum	1
Range	1
Interquartile range (IQR)	0.20807886

Descriptive statistics

Standard deviation	0.1474849
Coefficient of variation (CV)	0.30876614
Kurtosis	-0.38501086
Mean	0.4776589
Median Absolute Deviation (MAD)	0.10351754
Skewness	-0.068266097
Sum	8369.0616
Variance	0.021751795
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.6254514174	63	0.4%
0.4489950169	17	0.1%
0.6357187784	16	0.1%
0.4685329797	16	0.1%
0.4245028873	16	0.1%
0.5278595184	15	0.1%
0.4896962892	15	0.1%
0.4967402147	15	0.1%
0.476067105	14	0.1%
0.39407001	14	0.1%
Other values (4570)	17320	98.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
0.01779231184	1	< 0.1%
0.0391644156	1	< 0.1%
0.04167321803	1	< 0.1%
0.04683794288	1	< 0.1%
0.06025210662	1	< 0.1%
0.06149772981	1	< 0.1%
0.0654406366	1	< 0.1%
0.07290519297	1	< 0.1%
0.07469628149	1	< 0.1%

Value	Count	Frequency (%)
1	1	< 0.1%
0.9646554892	1	< 0.1%
0.9599971924	1	< 0.1%
0.9504754548	1	< 0.1%
0.9485765373	1	< 0.1%
0.9465609162	1	< 0.1%
0.9303915573	1	< 0.1%
0.9302740165	1	< 0.1%
0.9241715193	1	< 0.1%
0.9191394627	1	< 0.1%

temperatura
Real number (ℝ)

HIGH CORRELATION

Distinct	6547
Distinct (%)	37.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.60003846

Minimum	0
Maximum	1
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	137.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.35065672
Q1	0.46442546
median	0.58539967
Q3	0.74446508
95-th percentile	0.86758509
Maximum	1
Range	1
Interquartile range (IQR)	0.28003961

Descriptive statistics

Standard deviation	0.16999715
Coefficient of variation (CV)	0.28331043
Kurtosis	-0.80967576
Mean	0.60003846
Median Absolute Deviation (MAD)	0.13738459
Skewness	0.049085112
Sum	10513.274
Variance	0.028899033
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.5221517552	65	0.4%
0.6335639667	16	0.1%
0.6099557675	16	0.1%
0.6405865569	12	0.1%
0.4393581157	12	0.1%
0.5140452413	11	0.1%
0.4681789839	11	0.1%
0.410791514	11	0.1%
0.5149670536	11	0.1%
0.3860723363	10	0.1%
Other values (6537)	17346	99.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
0.0005663970862	1	< 0.1%
0.0007079403044	1	< 0.1%
0.01181945578	1	< 0.1%
0.0157246154	1	< 0.1%
0.0233456494	1	< 0.1%
0.02637572387	1	< 0.1%
0.07490791888	1	< 0.1%
0.07879909784	1	< 0.1%
0.0790578786	1	< 0.1%

Value	Count	Frequency (%)
1	1	< 0.1%
0.9962395408	1	< 0.1%
0.9889801752	1	< 0.1%
0.9886454115	1	< 0.1%
0.988593881	1	< 0.1%
0.9877683586	1	< 0.1%
0.9869667745	1	< 0.1%
0.9846291702	1	< 0.1%
0.9844467036	1	< 0.1%
0.9832191173	1	< 0.1%

Velocidad_Prom
Real number (ℝ)

HIGH CORRELATION

Distinct	2549
Distinct (%)	14.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.57891305

Minimum	0
Maximum	1
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	137.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.29139164
Q1	0.42211291
median	0.54843326
Q3	0.76508206
95-th percentile	0.86997035
Maximum	1
Range	1
Interquartile range (IQR)	0.34296914

Descriptive statistics

Standard deviation	0.19306784
Coefficient of variation (CV)	0.33350059
Kurtosis	-1.1274455
Mean	0.57891305
Median Absolute Deviation (MAD)	0.16112294
Skewness	0.054677648
Sum	10143.135
Variance	0.037275193
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.4447278906	83	0.5%
0.3980164129	44	0.3%
0.3635004953	43	0.2%
0.4206663132	41	0.2%
0.372241666	41	0.2%
0.3432845401	41	0.2%
0.463142827	41	0.2%
0.4148034822	39	0.2%
0.3856950164	39	0.2%
0.3575220578	38	0.2%
Other values (2539)	17071	97.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
0.02493482022	1	< 0.1%
0.02664971544	1	< 0.1%
0.03005437882	1	< 0.1%
0.03509966155	1	< 0.1%
0.04980888892	1	< 0.1%
0.05927734689	1	< 0.1%
0.06544737942	1	< 0.1%
0.06697263538	2	< 0.1%
0.07000283541	1	< 0.1%

Value	Count	Frequency (%)
1	1	< 0.1%
0.976582506	1	< 0.1%
0.9682632263	1	< 0.1%
0.9653012807	1	< 0.1%
0.9639981503	1	< 0.1%
0.9596746249	1	< 0.1%
0.9581051781	1	< 0.1%
0.9558393439	1	< 0.1%
0.9546957656	1	< 0.1%
0.9543742741	1	< 0.1%

radiacion
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	9095
Distinct (%)	51.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.41404346

Minimum	0
Maximum	1
Zeros	8360
Zeros (%)	47.7%
Negative	0
Negative (%)	0.0%
Memory size	137.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.45060176
Q3	0.84869468
95-th percentile	0.95926127
Maximum	1
Range	1
Interquartile range (IQR)	0.84869468

Descriptive statistics

Standard deviation	0.41279895
Coefficient of variation (CV)	0.99699427
Kurtosis	-1.8222495
Mean	0.41404346
Median Absolute Deviation (MAD)	0.45060176
Skewness	0.10807511
Sum	7254.4554
Variance	0.17040298
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	8360	47.7%
0.8010464425	16	0.1%
0.4022379077	2	< 0.1%
0.8607484583	2	< 0.1%
0.6052750816	2	< 0.1%
0.6379223394	2	< 0.1%
0.6768258095	2	< 0.1%
0.4546239675	2	< 0.1%
0.4622267428	2	< 0.1%
0.958321837	2	< 0.1%
Other values (9085)	9129	52.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8360	47.7%
0.0001748792942	1	< 0.1%
0.000872544911	1	< 0.1%
0.0355663343	1	< 0.1%
0.05189278975	1	< 0.1%
0.09507164871	1	< 0.1%
0.09747880986	1	< 0.1%
0.1377290499	1	< 0.1%
0.1446891766	1	< 0.1%
0.145219828	1	< 0.1%

Value	Count	Frequency (%)
1	1	< 0.1%
0.9998598983	1	< 0.1%
0.9994086737	1	< 0.1%
0.9988695266	1	< 0.1%
0.9976330331	1	< 0.1%
0.9971646585	1	< 0.1%
0.9971339147	1	< 0.1%
0.9965775187	1	< 0.1%
0.9963467212	1	< 0.1%
0.9958379246	1	< 0.1%

humedad_suelo
Real number (ℝ)

Distinct	6022
Distinct (%)	34.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.50251529

Minimum	0
Maximum	1
Zeros	4
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	137.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.20799849
Q1	0.40909521
median	0.51054174
Q3	0.59472098
95-th percentile	0.76845987
Maximum	1
Range	1
Interquartile range (IQR)	0.18562578

Descriptive statistics

Standard deviation	0.1588805
Coefficient of variation (CV)	0.31617048
Kurtosis	0.77233689
Mean	0.50251529
Median Absolute Deviation (MAD)	0.091519334
Skewness	-0.015142089
Sum	8804.5704
Variance	0.025243013
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.5105417415	936	5.3%
0.463269358	252	1.4%
0.4443604047	241	1.4%
0.3214522076	240	1.4%
0.6239954619	223	1.3%
0.3592701144	204	1.2%
0.4254514513	195	1.1%
0.340361161	186	1.1%
0.4916327881	176	1.0%
0.557814125	163	0.9%
Other values (6012)	14705	83.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	4	< 0.1%
0.0006618133686	1	< 0.1%
0.002836343008	1	< 0.1%
0.003498156377	2	< 0.1%
0.006618133686	1	< 0.1%
0.009265387161	1	< 0.1%
0.01106173773	1	< 0.1%
0.01767987142	1	< 0.1%
0.01862531909	1	< 0.1%
0.01890895339	15	0.1%

Value	Count	Frequency (%)
1	1	< 0.1%
0.9993381866	1	< 0.1%
0.9988654628	1	< 0.1%
0.9984872837	1	< 0.1%
0.9982036494	1	< 0.1%
0.9977309256	1	< 0.1%
0.9972582018	3	< 0.1%
0.9966909332	1	< 0.1%
0.9965018436	1	< 0.1%
0.9960291198	1	< 0.1%

precipitacion_bin
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	137.0 KiB

0.0	14449
1.0	3072

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	52563
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	1.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	14449	82.5%
1.0	3072	17.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	14449	82.5%
1.0	3072	17.5%

Most occurring characters

Value	Count	Frequency (%)
0	31970	60.8%
.	17521	33.3%
1	3072	5.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	52563	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	31970	60.8%
.	17521	33.3%
1	3072	5.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	52563	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	31970	60.8%
.	17521	33.3%
1	3072	5.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	52563	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	31970	60.8%
.	17521	33.3%
1	3072	5.8%

radiacion_bin
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	137.0 KiB

1.0	9161
0.0	8360

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	52563
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
1.0	9161	52.3%
0.0	8360	47.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	9161	52.3%
0.0	8360	47.7%

Most occurring characters

Value	Count	Frequency (%)
0	25881	49.2%
.	17521	33.3%
1	9161	17.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	52563	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	25881	49.2%
.	17521	33.3%
1	9161	17.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	52563	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	25881	49.2%
.	17521	33.3%
1	9161	17.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	52563	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	25881	49.2%
.	17521	33.3%
1	9161	17.4%

Auto

Heatmap
Table

	Velocidad_Prom	hora	humedad	humedad_suelo	precipitacion	precipitacion_bin	presion	radiacion	radiacion_bin	semana_año	temperatura
Velocidad_Prom	1.000	0.374	-0.747	-0.096	-0.053	0.099	-0.419	0.474	0.427	-0.005	0.750
hora	0.374	1.000	-0.314	-0.027	0.037	0.125	-0.113	0.016	0.867	-0.000	0.401
humedad	-0.747	-0.314	1.000	0.218	0.260	0.252	0.327	-0.721	0.639	0.047	-0.890
humedad_suelo	-0.096	-0.027	0.218	1.000	0.111	0.175	0.127	-0.026	0.062	0.428	-0.210
precipitacion	-0.053	0.037	0.260	0.111	1.000	1.000	0.102	-0.151	0.140	0.011	-0.190
precipitacion_bin	0.099	0.125	0.252	0.175	1.000	1.000	0.101	-0.141	0.092	0.009	-0.184
presion	-0.419	-0.113	0.327	0.127	0.102	0.101	1.000	-0.070	0.320	0.006	-0.407
radiacion	0.474	0.016	-0.721	-0.026	-0.151	-0.141	-0.070	1.000	0.999	0.006	0.647
radiacion_bin	0.427	0.867	0.639	0.062	0.140	0.092	0.320	0.999	1.000	0.035	0.541
semana_año	-0.005	-0.000	0.047	0.428	0.011	0.009	0.006	0.006	0.035	1.000	0.007
temperatura	0.750	0.401	-0.890	-0.210	-0.190	-0.184	-0.407	0.647	0.541	0.007	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	semana_año	hora	humedad	precipitacion	presion	temperatura	Velocidad_Prom	radiacion	humedad_suelo	precipitacion_bin	radiacion_bin
0	0.666667	0.000000	0.991220	0.000000	0.663443	0.423186	0.451726	0.000000	0.978727	0.0	0.0
1	0.666667	0.043478	0.983731	0.000000	0.613865	0.427266	0.416772	0.000000	0.918030	0.0	0.0
2	0.666667	0.086957	0.962708	0.000000	0.583747	0.431888	0.609026	0.000000	0.869812	0.0	0.0
3	0.666667	0.130435	0.801877	0.743699	0.583457	0.444054	0.828267	0.000000	0.841921	1.0	0.0
4	0.666667	0.173913	0.751654	0.000000	0.611399	0.428404	0.595764	0.000000	0.806467	0.0	0.0
5	0.666667	0.217391	0.906018	0.261836	0.630627	0.380949	0.330313	0.000000	0.796067	1.0	0.0
6	0.666667	0.260870	0.962543	0.140901	0.649272	0.373499	0.135581	0.496299	0.775267	1.0	1.0
7	0.666667	0.304348	0.905732	0.000000	0.691832	0.418833	0.380166	0.732723	0.747849	0.0	1.0
8	0.666667	0.347826	0.785302	0.743699	0.756028	0.487362	0.438454	0.733885	0.751158	1.0	1.0
9	0.666667	0.391304	0.750616	0.597055	0.752816	0.555055	0.449559	0.863057	0.736787	1.0	1.0

	semana_año	hora	humedad	presion	temperatura	Velocidad_Prom	radiacion	humedad_suelo	radiacion_bin
17511	0.666667	0.652174	0.006741	0.296127	0.971894	0.762084	0.895473	0.140683	1.0
17512	0.666667	0.695652	0.005250	0.258811	0.966479	0.768391	0.795958	0.137563	1.0
17513	0.666667	0.739130	0.031444	0.281546	0.914627	0.669512	0.663891	0.127352	1.0
17514	0.666667	0.782609	0.087112	0.359338	0.796144	0.527233	0.000000	0.125272	0.0
17515	0.666667	0.826087	0.141760	0.418835	0.742321	0.470091	0.000000	0.122908	0.0
17516	0.666667	0.869565	0.214032	0.507136	0.722444	0.558409	0.000000	0.122908	0.0
17517	0.666667	0.913043	0.352113	0.618806	0.620100	0.521317	0.000000	0.122908	0.0
17518	0.666667	0.956522	0.410507	0.644742	0.574222	0.524949	0.000000	0.122908	0.0
17519	0.666667	1.000000	0.526608	0.627241	0.529322	0.433422	0.000000	0.122908	0.0
17520	0.666667	0.000000	0.602703	0.607463	0.496993	0.388420	0.000000	0.123570	0.0

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Correlations

Missing values

Sample